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Todo: Look into adding support for Brax for RL envs #228
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New DatasetIssues related to adding support for new or existing datasetsIssues related to adding support for new or existing datasetsenhancementNew feature or requestNew feature or requesthelp wantedExtra attention is neededExtra attention is neededlow priorityNice-to-haves or stretch goalsNice-to-haves or stretch goals
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Todo: Look into adding support for Google's cool-looking Brax framework to get massively parallelized mujoco-like environments with low overhead. (and no closed-source code! 😄 )
- Check if Brax has a gym-compatible API Yes, it does!
- Test it out standalone, check for conflicting packages
- Look into conversions between pytorch and Jax tensors.. Maybe we could get the environment's observations directly on the GPU! (Edit: Done through Add wrapper for easy conversion to/from PyTorch Tensors google/brax#23)
- Add support for the Brax envs
- Add the brax learners as Methods in Sequoia, making sure they still work end-to-end.
- ... More to come
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New DatasetIssues related to adding support for new or existing datasetsIssues related to adding support for new or existing datasetsenhancementNew feature or requestNew feature or requesthelp wantedExtra attention is neededExtra attention is neededlow priorityNice-to-haves or stretch goalsNice-to-haves or stretch goals